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This paper is theoretical quantum information science, not applied AI. It extends the entanglement-assisted spectrum of graph parameters, which governs limits on zero-error communication, by showing that the known Lovász number is one member of a continuum of such elements. It also settles several open questions about minimal Holevo capacity and no-signalling simulation cost, including a conjecture on the five-cycle. For quantum communication researchers, the main takeaway is a richer family of capacity bounds, though the results are mathematical and have no direct near-term implementation.
The Lov\'asz number is not alone: a continuum of R\'enyi points in the entanglement-assisted spectrum of graphs
arXiv:2610.20775v1 Announce Type: new Abstract: Li and Zuiddam's entanglement-assisted asymptotic spectrum of graphs consists of the normalized graph parameters that are additive under disjoint unions, multiplicative under strong products and monotone under entanglement-assisted cohomomorphisms; the entanglement-assisted Shannon capacity is their pointwise minimum. To our knowledge, the Lov\'asz number $\vartheta$ was its only known element. We find a continuum of others. Three quantities of Duan and Winter, $\log_2\vartheta$, the minimal Holevo capacity $C_{\min}$ and the logarithm of the no-signalling simulation cost $\Sigma$, are the smallest information radii of classical-quantum channels compatible with a graph, measured with Petz-R\'enyi divergences of orders $0$, $1$ and $2$. At order zero this is due to Schrijver (as credited by Dalai) and to Duan and Winter; at order one it is the min-max formula for the Holevo capacity. Interpolating in the order gives a family $\vartheta_\alpha$, $0\le\alpha\le2$, and we prove that every member lies in the spectrum. The main step, multiplicativity under strong products for channels that need not factor, follows from an exact nesting identity for compressions. Sandwiched R\'enyi radii of order $\beta\in[1/2,\infty]$ give the same family, at $\alpha=2-1/\beta$. On the five-cycle the family takes every value in $[\sqrt5,5/2]$. A Hilbert-Schmidt inequality for the pentagon gives $C_{\min}(C_5)=\log_2(5/2)$, proving a conjecture of Duan and Winter. We also settle the two open links of their inequality chain: the graph-level no-signalling simulation rate always equals its single-letter value $\log_2\Sigma(G)$, and a 32-vertex graph from the Mermin-Peres magic square has $C_{\min}<\log_2\Sigma$, certified in exact rational arithmetic. Finally, $\Sigma$ never exceeds the projective rank of the complement; a rank inequality for the same square makes this strict on a 1440-vertex graph.
Abstract:Li and Zuiddam's entanglement-assisted asymptotic spectrum of graphs consists of the normalized graph parameters that are additive under disjoint unions, multiplicative under strong products and monotone under entanglement-assisted cohomomorphisms; the entanglement-assisted Shannon capacity is their pointwise minimum. To our knowledge, the Lovász number $\vartheta$ was its only known element. We find a continuum of others. Three quantities of Duan and Winter, $\log_2\vartheta$, the minimal Holevo capacity $C_{\min}$ and the logarithm of the no-signalling simulation cost $\Sigma$, are the smallest information radii of classical-quantum channels compatible with a graph, measured with Petz-Rényi divergences of orders $0$, $1$ and $2$. At order zero this is due to Schrijver (as credited by Dalai) and to Duan and Winter; at order one it is the min-max formula for the Holevo capacity. Interpolating in the order gives a family $\vartheta_\alpha$, $0\le\alpha\le2$, and we prove that every member lies in the spectrum. The main step, multiplicativity under strong products for channels that need not factor, follows from an exact nesting identity for compressions. Sandwiched Rényi radii of order $\beta\in[1/2,\infty]$ give the same family, at $\alpha=2-1/\beta$. On the five-cycle the family takes every value in $[\sqrt5,5/2]$. A Hilbert-Schmidt inequality for the pentagon gives $C_{\min}(C_5)=\log_2(5/2)$, proving a conjecture of Duan and Winter. We also settle the two open links of their inequality chain: the graph-level no-signalling simulation rate always equals its single-letter value $\log_2\Sigma(G)$, and a 32-vertex graph from the Mermin-Peres magic square has $C_{\min}<\log_2\Sigma$, certified in exact rational arithmetic. Finally, $\Sigma$ never exceeds the projective rank of the complement; a rank inequality for the same square makes this strict on a 1440-vertex graph.
35 pages, 5 figures, 1 table. Version 1.2.1 of Zenodo record this https URL code: this https URL
Quantum Physics (quant-ph); Combinatorics (math.CO)
arXiv:2610.20775 [quant-ph]
(or arXiv:2610.20775v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.20775 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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